{"id":"W7009363337","doi":"","title":"The efficacy of angiotensin converting enzyme inhibitors and angiotensin receptor blockers in men and women with heart failure with reduced ejection fraction","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Heart failure; Angiotensin-converting enzyme; Angiotensin Receptor Blockers; Ejection fraction; Renin–angiotensin system; Angiotensin II receptor type 1; ACE inhibitor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098657,0.0001987248,0.0006571265,0.000315991,0.0002017967,0.0004370393,0.0002432083,0.0005871246,0.004354128],"category_scores_gemma":[0.003783703,0.000180682,0.0007471713,0.0003796369,0.0001739003,0.0002852303,0.0002102017,0.000859025,0.0004608158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971156,"about_ca_system_score_gemma":0.0007453958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004101949,"about_ca_topic_score_gemma":0.009195644,"domain_scores_codex":[0.9996494,0.0001573923,0.00002610767,0.0000377406,0.00006900379,0.00006034129],"domain_scores_gemma":[0.9988355,0.000611328,0.0001498863,0.00002507737,0.000072339,0.0003057832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1053071,0.004742241,0.5251036,0.001132957,0.002798335,0.0004743501,0.0008406212,0.0006360636,0.001758092,0.0006030399,0.02173339,0.3348702],"study_design_scores_gemma":[0.006087626,0.00571333,0.9822112,0.0002171987,0.0009935279,0.0001054265,0.0003060286,0.0002048131,0.0001070394,0.0001968331,0.003835035,0.00002199213],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910427,0.06320911,0.00007272441,0.008072492,0.000823029,0.00009758209,0.001487119,0.000010487,0.01580052],"genre_scores_gemma":[0.9680654,0.02182032,0.0001515208,0.002848386,0.001386763,0.0000793189,0.0008063272,0.000005387691,0.004836648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004354128,"threshold_uncertainty_score":0.014566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008302661550840952,"score_gpt":0.2259325880313781,"score_spread":0.2176299264805372,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}